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Abstract: Systems for inducing concept descriptions from examples are valuable tools for assisting in the task of knowledge acquisition for expert systems. This paper presents a description and empirical evaluation of a new induction system, cn2, designed for the efficient induction of simple, comprehensible production rules in domains where problems of poor description language and/or noise may be present. Implementations of the cn2, id3 and aq algorithms are compared on three medical classification... (Update)
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BibTeX entry: (Update)
Clark, P. and Niblett, T. The CN2 induction algorithm. Machine Learning, 3(4):261--284, March 1989. http://citeseer.ist.psu.edu/clark89cn.html More
@article{ clark89cn,
author = "Peter Clark and Tim Niblett",
title = "The CN2 Induction Algorithm",
journal = "Machine Learning",
volume = "3",
pages = "261-283",
year = "1989",
url = "citeseer.ist.psu.edu/clark89cn.html" }
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